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Catalog snapshots

MCP Server Rankings

Compare published entries using recorded catalog data. Missing measurements stay unknown, not zero. Rankings are not an official ecosystem leaderboard or a security assessment.

GitHub starsGitHub star growth (24h)GitHub star growth (7d)npm downloads (7d)PyPI downloads (7d)Docker Hub pulls (total)Config copies (30d)Site views (30d)Estimated installsRecorded viewsNew arrivalsSkills leaderboard
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Client filters require a reviewed template. Copy counts match that exact client; other metrics describe the matching entries, not client-specific installations.

Config copies (30d)

Successful clipboard reports during the last 30 UTC days including today. Deduplicated for 15 minutes per network caller, entry and client. These are approximate interactions, not installations or unique users. Missing reports remain unknown.

Measurement and privacy details

0 of 8 published servers have eligible measurements. Showing 0 (up to 25). Equal values use title and slug as a stable tie-breaker. Row numbers are display positions, not evidence of a difference between tied entries.

No measured rankings yet

No entries meet this ranking's evidence requirements. We do not substitute synthetic scores or unmeasured counts.

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Awesome-MCP

The definitive community registry, multi-tier leaderboards, and instant client configuration matrix for the Model Context Protocol (MCP) and Agent Skills ecosystem.

awesome-mcp.com Open Source & Curated

Discovery

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Compatible Clients

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  • Claude Desktop
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  • Codex Developer

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